Overview
Brought to you by YData
Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 61871 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.4 MiB |
| Average record size in memory | 481.8 B |
Variable types
| Numeric | 5 |
|---|---|
| Text | 6 |
Billing Year is highly overall correlated with Year | High correlation |
Year is highly overall correlated with Billing Year | High correlation |
Year is highly skewed (γ1 = -27.21613897) | Skewed |
Billing Year is highly skewed (γ1 = -26.12502358) | Skewed |
Index is uniformly distributed | Uniform |
Index has unique values | Unique |
Reproduction
| Analysis started | 2025-04-07 12:32:34.751767 |
|---|---|
| Analysis finished | 2025-04-07 12:32:39.613680 |
| Duration | 4.86 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Index
Real number (ℝ)
Uniform  Unique 
| Distinct | 61871 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30936 |
| Minimum | 1 |
|---|---|
| Maximum | 61871 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 483.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3094.5 |
| Q1 | 15468.5 |
| median | 30936 |
| Q3 | 46403.5 |
| 95-th percentile | 58777.5 |
| Maximum | 61871 |
| Range | 61870 |
| Interquartile range (IQR) | 30935 |
Descriptive statistics
| Standard deviation | 17860.764 |
|---|---|
| Coefficient of variation (CV) | 0.5773456 |
| Kurtosis | -1.2 |
| Mean | 30936 |
| Median Absolute Deviation (MAD) | 15468 |
| Skewness | 0 |
| Sum | 1.9140413 × 109 |
| Variance | 3.1900688 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 61871 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Other values (61861) | 61861 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 61871 | 1 | |
| 61870 | 1 | |
| 61869 | 1 | |
| 61868 | 1 | |
| 61867 | 1 | |
| 61866 | 1 | |
| 61865 | 1 | |
| 61864 | 1 | |
| 61863 | 1 | |
| 61862 | 1 |
Pin#
Text
| Distinct | 60722 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 MiB |
Length
| Max length | 28 |
|---|---|
| Median length | 22 |
| Mean length | 22.01474 |
| Min length | 22 |
Unique
| Unique | 59815 ? |
|---|---|
| Unique (%) | 96.7% |
Sample
| 1st row | 01-04-19-0-000-001.000 |
|---|---|
| 2nd row | 01-04-19-0-000-002.000 |
| 3rd row | 01-04-19-0-000-003.000 |
| 4th row | 01-04-19-0-000-004.000 |
| 5th row | 01-04-19-0-000-005.000 |
| Value | Count | Frequency (%) |
| 20-07-35-0-000-047.001 | 10 | < 0.1% |
| 15-05-21-2-001-002.000 | 10 | < 0.1% |
| 15-05-21-1-000-063.013 | 10 | < 0.1% |
| 15-05-21-1-000-063.011 | 10 | < 0.1% |
| 15-05-21-1-000-063.012 | 10 | < 0.1% |
| 15-05-21-1-000-063.010 | 10 | < 0.1% |
| 20-07-35-0-000-047.005 | 10 | < 0.1% |
| 20-07-35-0-000-044.000 | 10 | < 0.1% |
| 20-07-35-0-000-045.000 | 10 | < 0.1% |
| 20-07-35-0-000-046.000 | 10 | < 0.1% |
| Other values (60712) | 61771 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 544418 | |
| - | 309355 | |
| 1 | 129246 | 9.5% |
| 2 | 75846 | 5.6% |
| . | 62194 | 4.6% |
| 3 | 57320 | 4.2% |
| 4 | 38528 | 2.8% |
| 5 | 37413 | 2.7% |
| 6 | 33074 | 2.4% |
| 9 | 31525 | 2.3% |
| Other values (4) | 43155 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 990523 | |
| Dash Punctuation | 309355 | 22.7% |
| Other Punctuation | 62194 | 4.6% |
| Uppercase Letter | 2 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 544418 | |
| 1 | 129246 | 13.0% |
| 2 | 75846 | 7.7% |
| 3 | 57320 | 5.8% |
| 4 | 38528 | 3.9% |
| 5 | 37413 | 3.8% |
| 6 | 33074 | 3.3% |
| 9 | 31525 | 3.2% |
| 8 | 21616 | 2.2% |
| 7 | 21537 | 2.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 1 | |
| I | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 309355 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 62194 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1362072 | |
| Latin | 2 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 544418 | |
| - | 309355 | |
| 1 | 129246 | 9.5% |
| 2 | 75846 | 5.6% |
| . | 62194 | 4.6% |
| 3 | 57320 | 4.2% |
| 4 | 38528 | 2.8% |
| 5 | 37413 | 2.7% |
| 6 | 33074 | 2.4% |
| 9 | 31525 | 2.3% |
| Other values (2) | 43153 | 3.2% |
Latin
| Value | Count | Frequency (%) |
| W | 1 | |
| I | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1362074 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 544418 | |
| - | 309355 | |
| 1 | 129246 | 9.5% |
| 2 | 75846 | 5.6% |
| . | 62194 | 4.6% |
| 3 | 57320 | 4.2% |
| 4 | 38528 | 2.8% |
| 5 | 37413 | 2.7% |
| 6 | 33074 | 2.4% |
| 9 | 31525 | 2.3% |
| Other values (4) | 43155 | 3.2% |
Description
Text
| Distinct | 43910 |
|---|---|
| Distinct (%) | 71.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
Length
| Max length | 255 |
|---|---|
| Median length | 228 |
| Mean length | 26.857461 |
| Min length | 5 |
Unique
| Unique | 35776 ? |
|---|---|
| Unique (%) | 57.8% |
Sample
| 1st row | CHANDLER, TOMMY OLEN & SHERRY |
|---|---|
| 2nd row | SUMMERLIN, LORRAINE D |
| 3rd row | DUNCAN ZACKARY TYLER AND DUNCAN TIFFANY DAWN |
| 4th row | PARKER, NELSON E & PAIGE L |
| 5th row | PUTMAN, BARBARA K |
| Value | Count | Frequency (%) |
| 19977 | 6.9% | |
| and | 13743 | 4.7% |
| llc | 5098 | 1.8% |
| l | 3675 | 1.3% |
| a | 3197 | 1.1% |
| d | 2582 | 0.9% |
| m | 2576 | 0.9% |
| j | 2460 | 0.8% |
| r | 2225 | 0.8% |
| estate | 2220 | 0.8% |
| Other values (16465) | 232811 |
Most occurring characters
| Value | Count | Frequency (%) |
| 228693 | ||
| A | 150786 | 9.1% |
| E | 150029 | 9.0% |
| N | 114771 | 6.9% |
| R | 114233 | 6.9% |
| L | 98805 | 5.9% |
| I | 85032 | 5.1% |
| S | 73593 | 4.4% |
| T | 73089 | 4.4% |
| O | 72916 | 4.4% |
| Other values (62) | 499751 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1369444 | |
| Space Separator | 228693 | 13.8% |
| Other Punctuation | 56553 | 3.4% |
| Open Punctuation | 2265 | 0.1% |
| Close Punctuation | 2245 | 0.1% |
| Decimal Number | 1481 | 0.1% |
| Dash Punctuation | 905 | 0.1% |
| Lowercase Letter | 109 | < 0.1% |
| Modifier Symbol | 3 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 150786 | |
| E | 150029 | |
| N | 114771 | 8.4% |
| R | 114233 | 8.3% |
| L | 98805 | 7.2% |
| I | 85032 | 6.2% |
| S | 73593 | 5.4% |
| T | 73089 | 5.3% |
| O | 72916 | 5.3% |
| D | 61283 | 4.5% |
| Other values (16) | 374907 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 15 | |
| n | 11 | |
| i | 10 | |
| t | 8 | 7.3% |
| a | 8 | 7.3% |
| l | 8 | 7.3% |
| o | 7 | 6.4% |
| r | 7 | 6.4% |
| y | 7 | 6.4% |
| c | 7 | 6.4% |
| Other values (8) | 21 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 35860 | |
| & | 19886 | |
| / | 405 | 0.7% |
| ' | 244 | 0.4% |
| . | 58 | 0.1% |
| " | 26 | < 0.1% |
| % | 23 | < 0.1% |
| * | 14 | < 0.1% |
| # | 13 | < 0.1% |
| ; | 13 | < 0.1% |
| Other values (3) | 11 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 488 | |
| 2 | 319 | |
| 4 | 158 | 10.7% |
| 0 | 144 | 9.7% |
| 3 | 139 | 9.4% |
| 5 | 81 | 5.5% |
| 8 | 57 | 3.8% |
| 6 | 38 | 2.6% |
| 9 | 31 | 2.1% |
| 7 | 26 | 1.8% |
Space Separator
| Value | Count | Frequency (%) |
| 228693 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2265 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2245 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 905 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1369553 | |
| Common | 292145 | 17.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 150786 | |
| E | 150029 | |
| N | 114771 | 8.4% |
| R | 114233 | 8.3% |
| L | 98805 | 7.2% |
| I | 85032 | 6.2% |
| S | 73593 | 5.4% |
| T | 73089 | 5.3% |
| O | 72916 | 5.3% |
| D | 61283 | 4.5% |
| Other values (34) | 375016 |
Common
| Value | Count | Frequency (%) |
| 228693 | ||
| , | 35860 | 12.3% |
| & | 19886 | 6.8% |
| ( | 2265 | 0.8% |
| ) | 2245 | 0.8% |
| - | 905 | 0.3% |
| 1 | 488 | 0.2% |
| / | 405 | 0.1% |
| 2 | 319 | 0.1% |
| ' | 244 | 0.1% |
| Other values (18) | 835 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1661698 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 228693 | ||
| A | 150786 | 9.1% |
| E | 150029 | 9.0% |
| N | 114771 | 6.9% |
| R | 114233 | 6.9% |
| L | 98805 | 5.9% |
| I | 85032 | 5.1% |
| S | 73593 | 4.4% |
| T | 73089 | 4.4% |
| O | 72916 | 4.4% |
| Other values (62) | 499751 |
Description1
Text
| Distinct | 43139 |
|---|---|
| Distinct (%) | 69.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.4 MiB |
Length
| Max length | 66 |
|---|---|
| Median length | 59 |
| Mean length | 17.978245 |
| Min length | 1 |
Unique
| Unique | 39206 ? |
|---|---|
| Unique (%) | 63.4% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1106 THOMAS LANE |
| 3rd row | 831 DUNCAN FARM RD |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| road | 25056 | 11.9% |
| 0 | 16827 | 8.0% |
| drive | 8993 | 4.3% |
| street | 7525 | 3.6% |
| avenue | 4531 | 2.1% |
| highway | 4084 | 1.9% |
| circle | 3346 | 1.6% |
| lane | 3333 | 1.6% |
| alabama | 2232 | 1.1% |
| s | 1629 | 0.8% |
| Other values (9274) | 133518 |
Most occurring characters
| Value | Count | Frequency (%) |
| 149203 | 13.4% | |
| E | 89898 | 8.1% |
| A | 84828 | 7.6% |
| R | 82213 | 7.4% |
| O | 62949 | 5.7% |
| D | 49942 | 4.5% |
| I | 48117 | 4.3% |
| N | 47214 | 4.2% |
| L | 44848 | 4.0% |
| T | 43820 | 3.9% |
| Other values (37) | 409300 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 780853 | |
| Decimal Number | 178901 | 16.1% |
| Space Separator | 149203 | 13.4% |
| Other Punctuation | 2087 | 0.2% |
| Dash Punctuation | 1284 | 0.1% |
| Open Punctuation | 2 | < 0.1% |
| Close Punctuation | 2 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 89898 | |
| A | 84828 | |
| R | 82213 | |
| O | 62949 | 8.1% |
| D | 49942 | 6.4% |
| I | 48117 | 6.2% |
| N | 47214 | 6.0% |
| L | 44848 | 5.7% |
| T | 43820 | 5.6% |
| S | 34261 | 4.4% |
| Other values (16) | 192763 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 37384 | |
| 1 | 30683 | |
| 2 | 18902 | |
| 5 | 16822 | |
| 3 | 16634 | |
| 4 | 14695 | 8.2% |
| 6 | 12052 | 6.7% |
| 7 | 11397 | 6.4% |
| 9 | 10274 | 5.7% |
| 8 | 10058 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1922 | |
| # | 115 | 5.5% |
| / | 19 | 0.9% |
| ' | 17 | 0.8% |
| . | 8 | 0.4% |
| & | 5 | 0.2% |
| ; | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 149203 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1284 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 780853 | |
| Common | 331479 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 89898 | |
| A | 84828 | |
| R | 82213 | |
| O | 62949 | 8.1% |
| D | 49942 | 6.4% |
| I | 48117 | 6.2% |
| N | 47214 | 6.0% |
| L | 44848 | 5.7% |
| T | 43820 | 5.6% |
| S | 34261 | 4.4% |
| Other values (16) | 192763 |
Common
| Value | Count | Frequency (%) |
| 149203 | ||
| 0 | 37384 | 11.3% |
| 1 | 30683 | 9.3% |
| 2 | 18902 | 5.7% |
| 5 | 16822 | 5.1% |
| 3 | 16634 | 5.0% |
| 4 | 14695 | 4.4% |
| 6 | 12052 | 3.6% |
| 7 | 11397 | 3.4% |
| 9 | 10274 | 3.1% |
| Other values (11) | 13433 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1112332 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 149203 | 13.4% | |
| E | 89898 | 8.1% |
| A | 84828 | 7.6% |
| R | 82213 | 7.4% |
| O | 62949 | 5.7% |
| D | 49942 | 4.5% |
| I | 48117 | 4.3% |
| N | 47214 | 4.2% |
| L | 44848 | 4.0% |
| T | 43820 | 3.9% |
| Other values (37) | 409300 |
Account
Real number (ℝ)
| Distinct | 55388 |
|---|---|
| Distinct (%) | 89.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 228981.09 |
| Minimum | 8 |
|---|---|
| Maximum | 530156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 483.5 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 12702.5 |
| Q1 | 78893.5 |
| median | 147859 |
| Q3 | 506649.5 |
| 95-th percentile | 520763.5 |
| Maximum | 530156 |
| Range | 530148 |
| Interquartile range (IQR) | 427756 |
Descriptive statistics
| Standard deviation | 197122.66 |
|---|---|
| Coefficient of variation (CV) | 0.86086872 |
| Kurtosis | -1.3579252 |
| Mean | 228981.09 |
| Median Absolute Deviation (MAD) | 94054 |
| Skewness | 0.6351415 |
| Sum | 1.4167289 × 1010 |
| Variance | 3.8857343 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 507750 | 88 | 0.1% |
| 100632 | 66 | 0.1% |
| 518407 | 62 | 0.1% |
| 518098 | 49 | 0.1% |
| 14207 | 47 | 0.1% |
| 508049 | 45 | 0.1% |
| 514293 | 31 | 0.1% |
| 519839 | 31 | 0.1% |
| 64797 | 28 | < 0.1% |
| 520367 | 24 | < 0.1% |
| Other values (55378) | 61400 |
| Value | Count | Frequency (%) |
| 8 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 17 | 1 | |
| 18 | 1 |
| Value | Count | Frequency (%) |
| 530156 | 1 | |
| 530064 | 1 | |
| 529541 | 1 | |
| 529540 | 1 | |
| 529359 | 1 | |
| 529216 | 1 | |
| 529215 | 1 | |
| 529135 | 1 | |
| 529105 | 1 | |
| 528882 | 1 |
Parcel
Text
| Distinct | 60722 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.7 MiB |
Length
| Max length | 28 |
|---|---|
| Median length | 22 |
| Mean length | 22.01474 |
| Min length | 22 |
Unique
| Unique | 59815 ? |
|---|---|
| Unique (%) | 96.7% |
Sample
| 1st row | 01-04-19-0-000-001.000 |
|---|---|
| 2nd row | 01-04-19-0-000-002.000 |
| 3rd row | 01-04-19-0-000-003.000 |
| 4th row | 01-04-19-0-000-004.000 |
| 5th row | 01-04-19-0-000-005.000 |
| Value | Count | Frequency (%) |
| 20-07-35-0-000-047.001 | 10 | < 0.1% |
| 15-05-21-2-001-002.000 | 10 | < 0.1% |
| 15-05-21-1-000-063.013 | 10 | < 0.1% |
| 15-05-21-1-000-063.011 | 10 | < 0.1% |
| 15-05-21-1-000-063.012 | 10 | < 0.1% |
| 15-05-21-1-000-063.010 | 10 | < 0.1% |
| 20-07-35-0-000-047.005 | 10 | < 0.1% |
| 20-07-35-0-000-044.000 | 10 | < 0.1% |
| 20-07-35-0-000-045.000 | 10 | < 0.1% |
| 20-07-35-0-000-046.000 | 10 | < 0.1% |
| Other values (60712) | 61771 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 544418 | |
| - | 309355 | |
| 1 | 129246 | 9.5% |
| 2 | 75846 | 5.6% |
| . | 62194 | 4.6% |
| 3 | 57320 | 4.2% |
| 4 | 38528 | 2.8% |
| 5 | 37413 | 2.7% |
| 6 | 33074 | 2.4% |
| 9 | 31525 | 2.3% |
| Other values (4) | 43155 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 990523 | |
| Dash Punctuation | 309355 | 22.7% |
| Other Punctuation | 62194 | 4.6% |
| Uppercase Letter | 2 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 544418 | |
| 1 | 129246 | 13.0% |
| 2 | 75846 | 7.7% |
| 3 | 57320 | 5.8% |
| 4 | 38528 | 3.9% |
| 5 | 37413 | 3.8% |
| 6 | 33074 | 3.3% |
| 9 | 31525 | 3.2% |
| 8 | 21616 | 2.2% |
| 7 | 21537 | 2.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 1 | |
| I | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 309355 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 62194 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1362072 | |
| Latin | 2 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 544418 | |
| - | 309355 | |
| 1 | 129246 | 9.5% |
| 2 | 75846 | 5.6% |
| . | 62194 | 4.6% |
| 3 | 57320 | 4.2% |
| 4 | 38528 | 2.8% |
| 5 | 37413 | 2.7% |
| 6 | 33074 | 2.4% |
| 9 | 31525 | 2.3% |
| Other values (2) | 43153 | 3.2% |
Latin
| Value | Count | Frequency (%) |
| W | 1 | |
| I | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1362074 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 544418 | |
| - | 309355 | |
| 1 | 129246 | 9.5% |
| 2 | 75846 | 5.6% |
| . | 62194 | 4.6% |
| 3 | 57320 | 4.2% |
| 4 | 38528 | 2.8% |
| 5 | 37413 | 2.7% |
| 6 | 33074 | 2.4% |
| 9 | 31525 | 2.3% |
| Other values (4) | 43155 | 3.2% |
Year
Real number (ℝ)
High correlation  Skewed 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2023.9909 |
| Minimum | 2016 |
|---|---|
| Maximum | 2025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 483.5 KiB |
Quantile statistics
| Minimum | 2016 |
|---|---|
| 5-th percentile | 2024 |
| Q1 | 2024 |
| median | 2024 |
| Q3 | 2024 |
| 95-th percentile | 2024 |
| Maximum | 2025 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.23066374 |
|---|---|
| Coefficient of variation (CV) | 0.00011396481 |
| Kurtosis | 794.77406 |
| Mean | 2023.9909 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -27.216139 |
| Sum | 1.2522634 × 108 |
| Variance | 0.053205762 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 2024 | 61721 | |
| 2025 | 18 | < 0.1% |
| 2023 | 18 | < 0.1% |
| 2022 | 17 | < 0.1% |
| 2021 | 17 | < 0.1% |
| 2020 | 16 | < 0.1% |
| 2019 | 16 | < 0.1% |
| 2018 | 16 | < 0.1% |
| 2017 | 16 | < 0.1% |
| 2016 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 2016 | 16 | < 0.1% |
| 2017 | 16 | < 0.1% |
| 2018 | 16 | < 0.1% |
| 2019 | 16 | < 0.1% |
| 2020 | 16 | < 0.1% |
| 2021 | 17 | < 0.1% |
| 2022 | 17 | < 0.1% |
| 2023 | 18 | < 0.1% |
| 2024 | 61721 | |
| 2025 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 2025 | 18 | < 0.1% |
| 2024 | 61721 | |
| 2023 | 18 | < 0.1% |
| 2022 | 17 | < 0.1% |
| 2021 | 17 | < 0.1% |
| 2020 | 16 | < 0.1% |
| 2019 | 16 | < 0.1% |
| 2018 | 16 | < 0.1% |
| 2017 | 16 | < 0.1% |
| 2016 | 16 | < 0.1% |
Billing Year
Real number (ℝ)
High correlation  Skewed 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2023.9899 |
| Minimum | 2016 |
|---|---|
| Maximum | 2025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 483.5 KiB |
Quantile statistics
| Minimum | 2016 |
|---|---|
| 5-th percentile | 2024 |
| Q1 | 2024 |
| median | 2024 |
| Q3 | 2024 |
| 95-th percentile | 2024 |
| Maximum | 2025 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.23871546 |
|---|---|
| Coefficient of variation (CV) | 0.00011794301 |
| Kurtosis | 735.78907 |
| Mean | 2023.9899 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -26.125024 |
| Sum | 1.2522628 × 108 |
| Variance | 0.056985069 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 2024 | 61691 | |
| 2023 | 38 | 0.1% |
| 2022 | 21 | < 0.1% |
| 2025 | 18 | < 0.1% |
| 2021 | 18 | < 0.1% |
| 2020 | 17 | < 0.1% |
| 2019 | 17 | < 0.1% |
| 2018 | 17 | < 0.1% |
| 2017 | 17 | < 0.1% |
| 2016 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 2016 | 17 | < 0.1% |
| 2017 | 17 | < 0.1% |
| 2018 | 17 | < 0.1% |
| 2019 | 17 | < 0.1% |
| 2020 | 17 | < 0.1% |
| 2021 | 18 | < 0.1% |
| 2022 | 21 | < 0.1% |
| 2023 | 38 | 0.1% |
| 2024 | 61691 | |
| 2025 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 2025 | 18 | < 0.1% |
| 2024 | 61691 | |
| 2023 | 38 | 0.1% |
| 2022 | 21 | < 0.1% |
| 2021 | 18 | < 0.1% |
| 2020 | 17 | < 0.1% |
| 2019 | 17 | < 0.1% |
| 2018 | 17 | < 0.1% |
| 2017 | 17 | < 0.1% |
| 2016 | 17 | < 0.1% |
Pin
Real number (ℝ)
| Distinct | 61687 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35698.201 |
| Minimum | 1 |
|---|---|
| Maximum | 84930 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 483.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3365.5 |
| Q1 | 16649.5 |
| median | 33152 |
| Q3 | 53837.5 |
| 95-th percentile | 75940.5 |
| Maximum | 84930 |
| Range | 84929 |
| Interquartile range (IQR) | 37188 |
Descriptive statistics
| Standard deviation | 22850.122 |
|---|---|
| Coefficient of variation (CV) | 0.64009169 |
| Kurtosis | -0.88640256 |
| Mean | 35698.201 |
| Median Absolute Deviation (MAD) | 18001 |
| Skewness | 0.37133171 |
| Sum | 2.2086834 × 109 |
| Variance | 5.2212808 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 23015 | 10 | < 0.1% |
| 43135 | 10 | < 0.1% |
| 43134 | 10 | < 0.1% |
| 43133 | 10 | < 0.1% |
| 23016 | 10 | < 0.1% |
| 23017 | 10 | < 0.1% |
| 23012 | 10 | < 0.1% |
| 23013 | 10 | < 0.1% |
| 43132 | 10 | < 0.1% |
| 43126 | 10 | < 0.1% |
| Other values (61677) | 61771 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 84930 | 1 | |
| 84884 | 1 | |
| 84852 | 1 | |
| 84851 | 1 | |
| 84850 | 1 | |
| 84845 | 1 | |
| 84844 | 1 | |
| 84688 | 1 | |
| 84470 | 1 | |
| 84466 | 1 |
Total Tax
Text
| Distinct | 21773 |
|---|---|
| Distinct (%) | 35.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 MiB |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 6.931939 |
| Min length | 5 |
Unique
| Unique | 13944 ? |
|---|---|
| Unique (%) | 22.5% |
Sample
| 1st row | $131.75 |
|---|---|
| 2nd row | $135.75 |
| 3rd row | $157.50 |
| 4th row | $483.75 |
| 5th row | $95.25 |
| Value | Count | Frequency (%) |
| 0.00 | 9239 | 14.9% |
| 71.25 | 117 | 0.2% |
| 132.00 | 108 | 0.2% |
| 43.50 | 101 | 0.2% |
| 83.25 | 99 | 0.2% |
| 175.50 | 94 | 0.2% |
| 258.00 | 93 | 0.2% |
| 37.50 | 83 | 0.1% |
| 16.50 | 82 | 0.1% |
| 173.34 | 80 | 0.1% |
| Other values (21763) | 51775 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 73426 | |
| $ | 61871 | |
| . | 61871 | |
| 5 | 38337 | |
| 1 | 30701 | |
| 2 | 29883 | |
| 7 | 23235 | 5.4% |
| 4 | 21136 | 4.9% |
| 3 | 21096 | 4.9% |
| 6 | 19751 | 4.6% |
| Other values (3) | 47579 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 292293 | |
| Other Punctuation | 74722 | 17.4% |
| Currency Symbol | 61871 | 14.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 73426 | |
| 5 | 38337 | |
| 1 | 30701 | |
| 2 | 29883 | |
| 7 | 23235 | 7.9% |
| 4 | 21136 | 7.2% |
| 3 | 21096 | 7.2% |
| 6 | 19751 | 6.8% |
| 8 | 18256 | 6.2% |
| 9 | 16472 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 61871 | |
| , | 12851 | 17.2% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 61871 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 428886 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 73426 | |
| $ | 61871 | |
| . | 61871 | |
| 5 | 38337 | |
| 1 | 30701 | |
| 2 | 29883 | |
| 7 | 23235 | 5.4% |
| 4 | 21136 | 4.9% |
| 3 | 21096 | 4.9% |
| 6 | 19751 | 4.6% |
| Other values (3) | 47579 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 428886 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 73426 | |
| $ | 61871 | |
| . | 61871 | |
| 5 | 38337 | |
| 1 | 30701 | |
| 2 | 29883 | |
| 7 | 23235 | 5.4% |
| 4 | 21136 | 4.9% |
| 3 | 21096 | 4.9% |
| 6 | 19751 | 4.6% |
| Other values (3) | 47579 |
Balance Due
Text
| Distinct | 582 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.6 MiB |
Length
| Max length | 10 |
|---|---|
| Median length | 4 |
| Mean length | 4.0346527 |
| Min length | 4 |
Unique
| Unique | 539 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | PAID |
|---|---|
| 2nd row | PAID |
| 3rd row | PAID |
| 4th row | PAID |
| 5th row | PAID |
| Value | Count | Frequency (%) |
| paid | 51984 | |
| none | 9239 | 14.9% |
| 1,624.92 | 8 | < 0.1% |
| 775.24 | 7 | < 0.1% |
| 965.75 | 5 | < 0.1% |
| 219.64 | 5 | < 0.1% |
| 53.22 | 4 | < 0.1% |
| 262.55 | 4 | < 0.1% |
| 1,030.14 | 3 | < 0.1% |
| 92.22 | 3 | < 0.1% |
| Other values (572) | 609 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 51984 | |
| A | 51984 | |
| I | 51984 | |
| D | 51984 | |
| N | 18478 | 7.4% |
| O | 9239 | 3.7% |
| E | 9239 | 3.7% |
| $ | 648 | 0.3% |
| . | 648 | 0.3% |
| 1 | 427 | 0.2% |
| Other values (10) | 3013 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 244892 | |
| Decimal Number | 3281 | 1.3% |
| Other Punctuation | 807 | 0.3% |
| Currency Symbol | 648 | 0.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 427 | |
| 2 | 408 | |
| 6 | 347 | |
| 3 | 346 | |
| 4 | 338 | |
| 0 | 307 | |
| 5 | 298 | |
| 7 | 295 | |
| 8 | 272 | |
| 9 | 243 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 51984 | |
| A | 51984 | |
| I | 51984 | |
| D | 51984 | |
| N | 18478 | 7.5% |
| O | 9239 | 3.8% |
| E | 9239 | 3.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 648 | |
| , | 159 | 19.7% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 648 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 244892 | |
| Common | 4736 | 1.9% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| $ | 648 | |
| . | 648 | |
| 1 | 427 | |
| 2 | 408 | |
| 6 | 347 | |
| 3 | 346 | |
| 4 | 338 | |
| 0 | 307 | |
| 5 | 298 | |
| 7 | 295 | |
| Other values (3) | 674 |
Latin
| Value | Count | Frequency (%) |
| P | 51984 | |
| A | 51984 | |
| I | 51984 | |
| D | 51984 | |
| N | 18478 | 7.5% |
| O | 9239 | 3.8% |
| E | 9239 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 249628 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| P | 51984 | |
| A | 51984 | |
| I | 51984 | |
| D | 51984 | |
| N | 18478 | 7.4% |
| O | 9239 | 3.7% |
| E | 9239 | 3.7% |
| $ | 648 | 0.3% |
| . | 648 | 0.3% |
| 1 | 427 | 0.2% |
| Other values (10) | 3013 | 1.2% |
Interactions
Correlations
| Account | Billing Year | Index | Pin | Year | |
|---|---|---|---|---|---|
| Account | 1.000 | 0.014 | 0.016 | 0.196 | 0.018 |
| Billing Year | 0.014 | 1.000 | -0.037 | -0.007 | 0.913 |
| Index | 0.016 | -0.037 | 1.000 | 0.480 | -0.032 |
| Pin | 0.196 | -0.007 | 0.480 | 1.000 | -0.006 |
| Year | 0.018 | 0.913 | -0.032 | -0.006 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Index | Pin# | Description | Description1 | Account | Parcel | Year | Billing Year | Pin | Total Tax | Balance Due | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 01-04-19-0-000-001.000 | CHANDLER, TOMMY OLEN & SHERRY | 0 | 83909 | 01-04-19-0-000-001.000 | 2024 | 2024 | 1 | $131.75 | PAID |
| 1 | 2 | 01-04-19-0-000-002.000 | SUMMERLIN, LORRAINE D | 1106 THOMAS LANE | 160815 | 01-04-19-0-000-002.000 | 2024 | 2024 | 2 | $135.75 | PAID |
| 2 | 3 | 01-04-19-0-000-003.000 | DUNCAN ZACKARY TYLER AND DUNCAN TIFFANY DAWN | 831 DUNCAN FARM RD | 513323 | 01-04-19-0-000-003.000 | 2024 | 2024 | 3 | $157.50 | PAID |
| 3 | 4 | 01-04-19-0-000-004.000 | PARKER, NELSON E & PAIGE L | 0 | 159090 | 01-04-19-0-000-004.000 | 2024 | 2024 | 4 | $483.75 | PAID |
| 4 | 5 | 01-04-19-0-000-005.000 | PUTMAN, BARBARA K | 0 | 173947 | 01-04-19-0-000-005.000 | 2024 | 2024 | 5 | $95.25 | PAID |
| 5 | 6 | 01-04-19-0-000-006.000 | DUNCAN ZACKARY TYLER AND DUNCAN TIFFANY DAWN | 0 THOMAS LANE | 513323 | 01-04-19-0-000-006.000 | 2024 | 2024 | 6 | $38.25 | PAID |
| 6 | 7 | 01-04-19-0-000-007.000 | VERNON BROTHERS TRUST | 705 THOMAS LANE | 520191 | 01-04-19-0-000-007.000 | 2024 | 2024 | 7 | $369.90 | PAID |
| 7 | 8 | 01-04-19-0-000-008.000 | SEAY, RHONDA | 0 | 8 | 01-04-19-0-000-008.000 | 2024 | 2024 | 8 | $420.35 | PAID |
| 8 | 9 | 01-04-19-0-000-008.001 | BROWN, CLIFFORD | 1090 THOMAS LANE | 158687 | 01-04-19-0-000-008.001 | 2024 | 2024 | 9 | $982.00 | PAID |
| 9 | 10 | 01-04-19-0-000-008.002 | SEAY, RHONDA MARLAR | 0 | 10 | 01-04-19-0-000-008.002 | 2024 | 2024 | 10 | $99.00 | PAID |
| Index | Pin# | Description | Description1 | Account | Parcel | Year | Billing Year | Pin | Total Tax | Balance Due | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 61861 | 61862 | 26-01-02-0-000-012.000 | KLEIN, WESLEY | 0 | 65271 | 26-01-02-0-000-012.000 | 2024 | 2024 | 47465 | $76.70 | PAID |
| 61862 | 61863 | 26-01-02-0-000-013.000 | KLEIN, JOSEPH WESTLEY | 0 | 57284 | 26-01-02-0-000-013.000 | 2024 | 2024 | 47466 | $42.95 | PAID |
| 61863 | 61864 | 26-01-11-0-000-001.000 | KLEIN, JIM | 0 | 47467 | 26-01-11-0-000-001.000 | 2024 | 2024 | 47467 | $3.99 | PAID |
| 61864 | 61865 | 26-02-03-0-000-001.000 | WILSON, LARRY JOEL & ANGIE M | 0 | 101931 | 26-02-03-0-000-001.000 | 2024 | 2024 | 47468 | $40.90 | PAID |
| 61865 | 61866 | 26-02-03-0-000-002.000 | BECK, TIMOTHY C | 0 | 47469 | 26-02-03-0-000-002.000 | 2024 | 2024 | 47469 | $614.80 | PAID |
| 61866 | 61867 | 26-02-03-0-000-003.000 | BRIGHT, WILLIAM E | 0 | 47470 | 26-02-03-0-000-003.000 | 2024 | 2024 | 47470 | $225.10 | PAID |
| 61867 | 61868 | 26-02-03-0-000-004.000 | PETERS, WAYNE | 0 | 47471 | 26-02-03-0-000-004.000 | 2024 | 2024 | 47471 | $45.75 | PAID |
| 61868 | 61869 | 26-02-03-0-000-005.000 | DODD, BARRY EDWARD & DONNA JEAN | 0 NELSON BLUFF ROAD | 151300 | 26-02-03-0-000-005.000 | 2024 | 2024 | 47472 | $118.62 | PAID |
| 61869 | 61870 | 26-02-03-0-000-005.001 | DODD, BARRY EDWARD & DONNA JEAN | 374 NELSON GAP ROAD | 47473 | 26-02-03-0-000-005.001 | 2024 | 2024 | 47473 | $317.72 | PAID |
| 61870 | 61871 | 29-00-00-0-000-001.000 | TENNESSEE RIVER CHANNEL | 0 0 | 517994 | 29-00-00-0-000-001.000 | 2024 | 2024 | 83584 | $0.00 | NONE |